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Handbook of Face Recognition

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Handbook of Face Recognition

Stan Z. Li, Anil K. Jain (Editors), «Handbook of Face Recognition»
Springer | ISBN 038740595X | 1 Edition (March 15, 2005) | PDF | 11,2 Mb | 398 Pages






Book Description:

Although the history of computer-aided face recognition stretches back to the 1960s, automatic face recognition remains an unsolved problem and still offers a great challenge to computer-vision and pattern recognition researchers. This handbook is a comprehensive account of face recognition research and technology, written by a group of leading international researchers. Twelve chapters cover all the sub-areas and major components for designing operational face recognition systems. Background, modern techniques, recent results, and challenges and future directions are considered. The book is aimed at practitioners and professionals planning to work in face recognition or wanting to become familiar with the state-of- the-art technology. A comprehensive handbook, by leading research authorities, on the concepts, methods, and algorithms for automated face detection and recognition. Essential reference resource for researchers and professionals in biometric security, computer vision, and video image analysis.




TABLE OF CONTENTS:

Chapter 1. Introduction
Stan Z. Li, Anil K. Jain
1 (12)
Chapter 2. Face Detection
Stan Z. Li
13 (26)
Chapter 3. Modeling Facial Shape and Appearance
Tim Cootes, Chris Taylor, Haizhuang Kang, Vladimir Petrovic
39 (26)
Chapter 4. Parametric Face Modeling and Tracking
Jörgen Ahlberg, Fadi Dornaika
65 (24)
Chapter 5. Illumination Modeling for Face Recognition
Ronen Basri, David Jacobs
89 (24)
Chapter 6. Facial Skin Color Modeling
J. Birgitta Martinkauppi, Matti Pietikäinen
113 (24)
Color Plates for Chapters 6 and 15 137 (4)
Chapter 7. Face Recognition in Subspaces
Gregory Shakhnarovich, Baback Moghaddam
141 (28)
Chapter 8. Face Tracking and Recognition from Video
Rama Chellappa, Shaohua Kevin Zhou
169 (24)
Chapter 9. Face Recognition Across Pose and Illumination
Ralph Gross, Simon Baker, Iain Matthews, Takeo Kanade
193 (24)
Chapter 10. Morphable Models of Faces
Sami Romdhani, Volker Blanz, Curzio Basso, Thomas Vetter
217 (30)
Chapter 11. Facial Expression Analysis
Ying-Li Tian, Takeo Kanade, Jeffrey F Cohn
247 (30)
Chapter 12. Face Synthesis
Zicheng Liu, Baining Guo
277 (24)
Chapter 13. Face Databases
Ralph Gross
301 (28)
Chapter 14. Evaluation Methods in Face Recognition
P. Jonathon Phillips, Patrick Grother, Ross Micheals
329 (20)
Chapter 15. Psychological and Neural Perspectives on Human Face Recognition
Alice J. O'Toole
349 (22)
Chapter 16. Face Recognition Applications
Thomas Huang, Ziyou Xiong, Zhenqiu Zhang
371 (20)
Index